Semi-supervised node classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
88.48Accuracy
60
Feb 26, 2026
75.7Accuracy
31
Jun 23, 2026
90.1Accuracy
31
Jun 23, 2026
88.3Accuracy
31
Jun 23, 2026
77.56Accuracy
31
Feb 26, 2026
80.8Accuracy
22
Feb 26, 2026
0.72Accuracy
20
Feb 26, 2026
72.9Accuracy
18
Apr 14, 2026
92.4Accuracy
7
Feb 26, 2026
92.5Accuracy
7
Feb 26, 2026
92.7Accuracy
7
Feb 26, 2026
0.66Accuracy
7
Feb 26, 2026
90.93Accuracy (%)
6
Feb 26, 2026
80.05Accuracy
6
Feb 26, 2026
93.65Accuracy
6
Feb 26, 2026
92.44Accuracy
6
Feb 26, 2026
80.1Accuracy
6
Feb 26, 2026
32,337Training Time (ms)
5
Feb 26, 2026
13,416Training Time (ms)
5
Feb 26, 2026
7,653Training Time per Epoch (ms)
5
Feb 26, 2026
47.84Chameleon Accuracy
5
Feb 26, 2026
43.23Chameleon Accuracy
5
Feb 26, 2026
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—Primary metric
0
Feb 26, 2026